Tweet Profile Report

Dataset statistics

Number of variables	18
Number of observations	785916
Missing cells	1153445
Missing cells (%)	8.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	498.0 MiB
Average record size in memory	664.5 B

Variable types

Numeric	8
DateTime	1
Categorical	2
Boolean	3
URL	2
Text	2

Alerts

`isEdNeed` has constant value "True"	Constant
`edInput` is highly overall correlated with `editor` and 1 other fields	High correlation
`editor` is highly overall correlated with `edInput` and 1 other fields	High correlation
`engages` is highly overall correlated with `likes` and 1 other fields	High correlation
`isApproved` is highly overall correlated with `edInput` and 1 other fields	High correlation
`isRT` is highly overall correlated with `rtUsID`	High correlation
`likes` is highly overall correlated with `engages` and 1 other fields	High correlation
`retweets` is highly overall correlated with `engages` and 1 other fields	High correlation
`rtUsID` is highly overall correlated with `isRT` and 1 other fields	High correlation
`usFlwrs` is highly overall correlated with `rtUsID` and 1 other fields	High correlation
`usID` is highly overall correlated with `usFlwrs`	High correlation
`photoUrl` has 508020 (64.6%) missing values	Missing
`videoUrl` has 645425 (82.1%) missing values	Missing
`engages` is highly skewed (γ1 = 62.99060734)	Skewed
`likes` is highly skewed (γ1 = 60.77687391)	Skewed
`retweets` is highly skewed (γ1 = 101.2684199)	Skewed
`retweets` has 26349 (3.4%) zeros	Zeros

Reproduction

Analysis started	2025-03-15 06:36:23.451101
Analysis finished	2025-03-15 06:37:05.110129
Duration	41.66 seconds
Software version	ydata-profiling vv4.14.0
Download configuration	config.json

tweetID
Real number (ℝ)

Distinct	744731
Distinct (%)	94.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1152126 × 10¹⁸

Minimum	53545
Maximum	1.1541792 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.0 MiB

Quantile statistics

Minimum	53545
5-th percentile	1.0762031 × 10¹⁸
Q1	1.0957907 × 10¹⁸
median	1.1164652 × 10¹⁸
Q3	1.1376757 × 10¹⁸
95-th percentile	1.151181 × 10¹⁸
Maximum	1.1541792 × 10¹⁸
Range	1.1541792 × 10¹⁸
Interquartile range (IQR)	4.1885075 × 10¹⁶

Descriptive statistics

Standard deviation	2.9252921 × 10¹⁶
Coefficient of variation (CV)	0.026230802
Kurtosis	197.63384
Mean	1.1152126 × 10¹⁸
Median Absolute Deviation (MAD)	2.0905278 × 10¹⁶
Skewness	-7.0640382
Sum	3.2824341 × 10¹⁸
Variance	8.557334 × 10³²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.106727752 × 10¹⁸	11	< 0.1%
1.078532699 × 10¹⁸	10	< 0.1%
1.098670107 × 10¹⁸	10	< 0.1%
1.12012213 × 10¹⁸	9	< 0.1%
1.108177162 × 10¹⁸	9	< 0.1%
1.098774345 × 10¹⁸	9	< 0.1%
1.102767908 × 10¹⁸	9	< 0.1%
1.122546022 × 10¹⁸	8	< 0.1%
1.136842849 × 10¹⁸	8	< 0.1%
1.138994643 × 10¹⁸	8	< 0.1%
Other values (744721)	785825	> 99.9%

Value	Count	Frequency (%)
53545	1	< 0.1%
843792873	1	< 0.1%
845965787	1	< 0.1%
858130806	1	< 0.1%
870600456	1	< 0.1%
874672381	1	< 0.1%
876070278	1	< 0.1%
885858541	1	< 0.1%
888799721	1	< 0.1%
891656593	1	< 0.1%

Value	Count	Frequency (%)
1.154179233 × 10¹⁸	1	< 0.1%
1.154179136 × 10¹⁸	1	< 0.1%
1.154179115 × 10¹⁸	1	< 0.1%
1.154179111 × 10¹⁸	1	< 0.1%
1.154178704 × 10¹⁸	1	< 0.1%
1.154178474 × 10¹⁸	1	< 0.1%
1.154178263 × 10¹⁸	1	< 0.1%
1.154178206 × 10¹⁸	1	< 0.1%
1.15417797 × 10¹⁸	1	< 0.1%
1.154177719 × 10¹⁸	1	< 0.1%

crDate
Date

Distinct	686419
Distinct (%)	87.3%
Missing	0
Missing (%)	0.0%
Memory size	6.0 MiB

Minimum	2006-11-01 03:33:20
Maximum	2019-07-24 23:59:07
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

edInput
Categorical

High correlation

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	37.9 MiB

-1	422665
1	215577
2	106741
4	32733
3	8200

Length

Max length	2
Median length	2
Mean length	1.5377992
Min length	1

Characters and Unicode

Total characters	1208581
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1
2nd row	-1
3rd row	-1
4th row	-1
5th row	-1

Common Values

Value	Count	Frequency (%)
-1	422665	53.8%
1	215577	27.4%
2	106741	13.6%
4	32733	4.2%
3	8200	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	638242	81.2%
2	106741	13.6%
4	32733	4.2%
3	8200	1.0%

Most occurring characters

Value	Count	Frequency (%)
1	638242	52.8%
-	422665	35.0%
2	106741	8.8%
4	32733	2.7%
3	8200	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	785916	65.0%
Dash Punctuation	422665	35.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	638242	81.2%
2	106741	13.6%
4	32733	4.2%
3	8200	1.0%

Dash Punctuation

Value	Count	Frequency (%)
-	422665	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1208581	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	638242	52.8%
-	422665	35.0%
2	106741	8.8%
4	32733	2.7%
3	8200	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1208581	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	638242	52.8%
-	422665	35.0%
2	106741	8.8%
4	32733	2.7%
3	8200	0.7%

editor
Real number (ℝ)

High correlation

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2311.9631

Minimum	-1
Maximum	5101
Zeros	0
Zeros (%)	0.0%
Negative	422665
Negative (%)	53.8%
Memory size	6.0 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	-1
Q3	5003
95-th percentile	5007
Maximum	5101
Range	5102
Interquartile range (IQR)	5004

Descriptive statistics

Standard deviation	2495.1589
Coefficient of variation (CV)	1.0792382
Kurtosis	-1.9768935
Mean	2311.9631
Median Absolute Deviation (MAD)	0
Skewness	0.15187097
Sum	1.8170088 × 10⁹
Variance	6225817.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
-1	422665	53.8%
5004	68536	8.7%
5003	68186	8.7%
5002	59317	7.5%
5001	52629	6.7%
5006	40658	5.2%
5007	27722	3.5%
5005	24934	3.2%
5008	21167	2.7%
5101	44	< 0.1%
Other values (2)	58	< 0.1%

Value	Count	Frequency (%)
-1	422665	53.8%
1001	36	< 0.1%
2001	22	< 0.1%
5001	52629	6.7%
5002	59317	7.5%
5003	68186	8.7%
5004	68536	8.7%
5005	24934	3.2%
5006	40658	5.2%
5007	27722	3.5%

Value	Count	Frequency (%)
5101	44	< 0.1%
5008	21167	2.7%
5007	27722	3.5%
5006	40658	5.2%
5005	24934	3.2%
5004	68536	8.7%
5003	68186	8.7%
5002	59317	7.5%
5001	52629	6.7%
2001	22	< 0.1%

engages
Real number (ℝ)

High correlation Skewed

Distinct	21684
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1403.6372

Minimum	0
Maximum	4152927
Zeros	3406
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	6.0 MiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	23
median	64
Q3	250
95-th percentile	3070
Maximum	4152927
Range	4152927
Interquartile range (IQR)	227

Descriptive statistics

Standard deviation	16659.603
Coefficient of variation (CV)	11.868881
Kurtosis	8401.259
Mean	1403.6372
Median Absolute Deviation (MAD)	52
Skewness	62.990607
Sum	1.1031409 × 10⁹
Variance	2.7754238 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	9949	1.3%
10	9876	1.3%
11	9863	1.3%
8	9840	1.3%
9	9764	1.2%
13	9748	1.2%
14	9715	1.2%
15	9587	1.2%
7	9501	1.2%
6	9472	1.2%
Other values (21674)	688601	87.6%

Value	Count	Frequency (%)
0	3406	0.4%
1	3080	0.4%
2	3321	0.4%
3	7719	1.0%
4	8695	1.1%
5	9123	1.2%
6	9472	1.2%
7	9501	1.2%
8	9840	1.3%
9	9764	1.2%

Value	Count	Frequency (%)
4152927	1	< 0.1%
2447742	1	< 0.1%
2212097	1	< 0.1%
2033066	1	< 0.1%
2013254	1	< 0.1%
1979955	1	< 0.1%
1908389	1	< 0.1%
1685160	1	< 0.1%
1672859	1	< 0.1%
1558032	1	< 0.1%

isApproved
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	767.6 KiB

False	558472
True	227444

Value	Count	Frequency (%)
False	558472	71.1%
True	227444	28.9%

isEdNeed
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	767.6 KiB

True	785916

Value	Count	Frequency (%)
True	785916	100.0%

isRT
Boolean

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	767.6 KiB

False	651001
True	134915

Value	Count	Frequency (%)
False	651001	82.8%
True	134915	17.2%

likes
Real number (ℝ)

High correlation Skewed

Distinct	19179
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1085.909

Minimum	0
Maximum	3206434
Zeros	4353
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	6.0 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	16
median	45
Q3	184
95-th percentile	2347
Maximum	3206434
Range	3206434
Interquartile range (IQR)	168

Descriptive statistics

Standard deviation	12939.926
Coefficient of variation (CV)	11.916215
Kurtosis	7933.3555
Mean	1085.909
Median Absolute Deviation (MAD)	37
Skewness	60.776874
Sum	8.5343326 × 10⁸
Variance	1.6744167 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	14423	1.8%
6	14374	1.8%
8	14212	1.8%
9	14188	1.8%
5	13961	1.8%
10	13818	1.8%
4	13596	1.7%
11	13515	1.7%
3	13037	1.7%
12	12948	1.6%
Other values (19169)	647844	82.4%

Value	Count	Frequency (%)
0	4353	0.6%
1	6079	0.8%
2	9637	1.2%
3	13037	1.7%
4	13596	1.7%
5	13961	1.8%
6	14374	1.8%
7	14423	1.8%
8	14212	1.8%
9	14188	1.8%

Value	Count	Frequency (%)
3206434	1	< 0.1%
1851624	1	< 0.1%
1590522	1	< 0.1%
1582338	1	< 0.1%
1555878	1	< 0.1%
1506312	1	< 0.1%
1302283	1	< 0.1%
1253834	1	< 0.1%
1117840	1	< 0.1%
1108652	1	< 0.1%

photoUrl
URL

Missing

Distinct	255085
Distinct (%)	91.8%
Missing	508020
Missing (%)	64.6%
Memory size	40.9 MiB

https://pbs.twimg.com/media/D6v2McUW0AAj24Y.jpg	105
https://pbs.twimg.com/media/D2HeMOXWoAAPZmG.jpg	104
https://pbs.twimg.com/media/D0cMdWQU0AAsd6h.jpg	85
https://pbs.twimg.com/media/CdNsguLW0AEUDX4.jpg	72
https://pbs.twimg.com/media/D0C5hQIWoAATvDm.jpg	46
Other values (255080)	277484
(Missing)	508020

Value	Count	Frequency (%)
https://pbs.twimg.com/media/D6v2McUW0AAj24Y.jpg	105	< 0.1%
https://pbs.twimg.com/media/D2HeMOXWoAAPZmG.jpg	104	< 0.1%
https://pbs.twimg.com/media/D0cMdWQU0AAsd6h.jpg	85	< 0.1%
https://pbs.twimg.com/media/CdNsguLW0AEUDX4.jpg	72	< 0.1%
https://pbs.twimg.com/media/D0C5hQIWoAATvDm.jpg	46	< 0.1%
https://pbs.twimg.com/media/D5N9LEoW0AAsUyJ.jpg	41	< 0.1%
https://pbs.twimg.com/media/D5N7u9kWwAArkna.jpg	39	< 0.1%
https://pbs.twimg.com/media/D0bw9zmV4AAStDF.jpg	38	< 0.1%
https://pbs.twimg.com/media/Dy-hihVWsAEa9l8.jpg	33	< 0.1%
https://pbs.twimg.com/media/D1kQj_kW0AEfAIL.jpg	32	< 0.1%
Other values (255075)	277301	35.3%
(Missing)	508020	64.6%

Value	Count	Frequency (%)
https	277896	35.4%
(Missing)	508020	64.6%

Value	Count	Frequency (%)
pbs.twimg.com	277896	35.4%
(Missing)	508020	64.6%

Value	Count	Frequency (%)
/media/D6v2McUW0AAj24Y.jpg	105	< 0.1%
/media/D2HeMOXWoAAPZmG.jpg	104	< 0.1%
/media/D0cMdWQU0AAsd6h.jpg	85	< 0.1%
/media/CdNsguLW0AEUDX4.jpg	72	< 0.1%
/media/D0C5hQIWoAATvDm.jpg	46	< 0.1%
/media/D5N9LEoW0AAsUyJ.jpg	41	< 0.1%
/media/D5N7u9kWwAArkna.jpg	39	< 0.1%
/media/D0bw9zmV4AAStDF.jpg	38	< 0.1%
/media/Dy-hihVWsAEa9l8.jpg	33	< 0.1%
/media/D1kQj_kW0AEfAIL.jpg	32	< 0.1%
Other values (255075)	277301	35.3%
(Missing)	508020	64.6%

Value	Count	Frequency (%)
	277896	35.4%
(Missing)	508020	64.6%

Value	Count	Frequency (%)
	277896	35.4%
(Missing)	508020	64.6%

retweets
Real number (ℝ)

High correlation Skewed Zeros

Distinct	10589
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	317.7282

Minimum	0
Maximum	1335638
Zeros	26349
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	6.0 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	18
Q3	65
95-th percentile	692
Maximum	1335638
Range	1335638
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	4053.2674
Coefficient of variation (CV)	12.757028
Kurtosis	22401.35
Mean	317.7282
Median Absolute Deviation (MAD)	15
Skewness	101.26842
Sum	2.4970768 × 10⁸
Variance	16428977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	32199	4.1%
3	31872	4.1%
4	30265	3.9%
1	30203	3.8%
5	28492	3.6%
6	26489	3.4%
0	26349	3.4%
7	24729	3.1%
8	22879	2.9%
9	20728	2.6%
Other values (10579)	511711	65.1%

Value	Count	Frequency (%)
0	26349	3.4%
1	30203	3.8%
2	32199	4.1%
3	31872	4.1%
4	30265	3.9%
5	28492	3.6%
6	26489	3.4%
7	24729	3.1%
8	22879	2.9%
9	20728	2.6%

Value	Count	Frequency (%)
1335638	1	< 0.1%
946493	1	< 0.1%
621575	1	< 0.1%
596118	1	< 0.1%
564207	1	< 0.1%
511486	1	< 0.1%
473643	1	< 0.1%
457376	1	< 0.1%
450728	1	< 0.1%
382877	1	< 0.1%

rtUsID
Real number (ℝ)

High correlation

Distinct	639
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3650976 × 10¹⁶

Minimum	-1
Maximum	1.108957 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	651001
Negative (%)	82.8%
Memory size	6.0 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-1
median	-1
Q3	-1
95-th percentile	7.007845 × 10¹⁷
Maximum	1.108957 × 10¹⁸
Range	1.108957 × 10¹⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.8943837 × 10¹⁷
Coefficient of variation (CV)	4.3398426
Kurtosis	15.379328
Mean	4.3650976 × 10¹⁶
Median Absolute Deviation (MAD)	0
Skewness	4.1480429
Sum	-4.9433192 × 10¹⁸
Variance	3.5886895 × 10³⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	651001	82.8%
20562637	7381	0.9%
34713362	5476	0.7%
807095	4022	0.5%
7.814273015 × 10¹⁷	4019	0.5%
1235663514	3866	0.5%
25453312	3785	0.5%
8.585161114 × 10¹⁷	3351	0.4%
2866476539	2747	0.3%
8.657665192 × 10¹⁷	2709	0.3%
Other values (629)	97559	12.4%

Value	Count	Frequency (%)
-1	651001	82.8%
428333	436	0.1%
621523	335	< 0.1%
621583	10	< 0.1%
624413	25	< 0.1%
742143	559	0.1%
759251	188	< 0.1%
807095	4022	0.5%
809760	9	< 0.1%
816653	83	< 0.1%

Value	Count	Frequency (%)
1.108957041 × 10¹⁸	4	< 0.1%
1.101825687 × 10¹⁸	62	< 0.1%
1.066832136 × 10¹⁸	13	< 0.1%
1.062791226 × 10¹⁸	10	< 0.1%
1.061553475 × 10¹⁸	1	< 0.1%
1.05844362 × 10¹⁸	59	< 0.1%
1.04833502 × 10¹⁸	27	< 0.1%
1.047630407 × 10¹⁸	92	< 0.1%
1.045103187 × 10¹⁸	166	< 0.1%
1.041537348 × 10¹⁸	9	< 0.1%

text
Text

Distinct	710522
Distinct (%)	90.4%
Missing	0
Missing (%)	0.0%
Memory size	216.7 MiB

Length

Max length	968
Median length	352
Mean length	130.86807
Min length	4

Characters and Unicode

Total characters	102851311
Distinct characters	2561
Distinct categories	23 ?
Distinct scripts	23 ?
Distinct blocks	56 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	666155 ?
Unique (%)	84.8%

Sample

1st row	The immediate impulse for an alliance of the EU's northern states is Brexit https://t.co/nlhUD36hay https://t.co/shwMWpjjuK
2nd row	America's economy is flashing some warning signs, but -- for now -- the labor market appears to be going strong https://t.co/xvCPgtqMzy https://t.co/0sQdzAsME3
3rd row	Lyft files for what is expected to be one of the hottest IPOs in 2019 https://t.co/qEjyniazlD
4th row	Exporters still waiting to get Rs 6,000 crore worth of input tax credit refunds Many being denied tax refunds by state governments, such as Andhra Pradesh, Uttar Pradesh, Bihar and Chhattisgarh, who say they are cash starved @Subhayan_ism @GST_Council https://t.co/QRBg8b98Rr
5th row	Ride-hailing firm Lyft races to leave Uber behind in IPO chase https://t.co/0qCsdx2LYS https://t.co/gHZLUntYkL

Value	Count	Frequency (%)
the	524924	3.7%
to	339238	2.4%
a	288969	2.0%
of	255689	1.8%
in	220648	1.6%
and	211586	1.5%
is	160255	1.1%
for	139028	1.0%
you	127547	0.9%
	124246	0.9%
Other values (1076361)	11836996	83.2%

Most occurring characters

Value	Count	Frequency (%)
	13304640	12.9%
t	7991076	7.8%
e	7374871	7.2%
o	5977026	5.8%
a	5137798	5.0%
s	5093770	5.0%
i	4680619	4.6%
n	4483766	4.4%
r	4188907	4.1%
h	3602956	3.5%
Other values (2551)	41015882	39.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	71198390	69.2%
Space Separator	13317519	12.9%
Uppercase Letter	8118612	7.9%
Other Punctuation	6807706	6.6%
Decimal Number	2123334	2.1%
Control	435896	0.4%
Dash Punctuation	223873	0.2%
Other Symbol	211993	0.2%
Final Punctuation	143098	0.1%
Currency Symbol	52005	0.1%
Other values (13)	218885	0.2%

Most frequent character per category

Other Symbol

Value	Count	Frequency (%)
⠀	25445	12.0%
😍	11423	5.4%
👉	8437	4.0%
😂	6218	2.9%
🔥	4996	2.4%
✅	4082	1.9%
❤	3836	1.8%
➡	3727	1.8%
📷	3385	1.6%
✨	3056	1.4%
Other values (1213)	137388	64.8%

Lowercase Letter

Value	Count	Frequency (%)
t	7991076	11.2%
e	7374871	10.4%
o	5977026	8.4%
a	5137798	7.2%
s	5093770	7.2%
i	4680619	6.6%
n	4483766	6.3%
r	4188907	5.9%
h	3602956	5.1%
c	2813206	4.0%
Other values (405)	19854395	27.9%

Other Letter

Value	Count	Frequency (%)
港	48	3.3%
香	48	3.3%
送	45	3.1%
反	45	3.1%
中	45	3.1%
リ	37	2.5%
ツ	32	2.2%
ス	22	1.5%
º	21	1.4%
ト	21	1.4%
Other values (392)	1092	75.0%

Uppercase Letter

Value	Count	Frequency (%)
T	576653	7.1%
S	499116	6.1%
A	482271	5.9%
I	432482	5.3%
C	427195	5.3%
M	385985	4.8%
B	375685	4.6%
P	334097	4.1%
W	332611	4.1%
D	330659	4.1%
Other values (197)	3941858	48.6%

Modifier Letter

Value	Count	Frequency (%)
ᵉ	187	10.8%
ᵒ	160	9.2%
ᵗ	96	5.5%
ᵃ	88	5.1%
ʰ	85	4.9%
ˢ	84	4.8%
ⁿ	80	4.6%
ᵐ	78	4.5%
ⁱ	69	4.0%
ᵘ	64	3.7%
Other values (52)	742	42.8%

Math Symbol

Value	Count	Frequency (%)
>	22140	48.6%
\|	13056	28.6%
+	6565	14.4%
~	1830	4.0%
=	1252	2.7%
<	300	0.7%
→	171	0.4%
⤵	87	0.2%
×	72	0.2%
↓	11	< 0.1%
Other values (33)	115	0.3%

Other Punctuation

Value	Count	Frequency (%)
/	2727718	40.1%
.	1515882	22.3%
:	1040397	15.3%
#	407266	6.0%
,	383111	5.6%
'	231499	3.4%
@	226945	3.3%
"	96126	1.4%
!	73119	1.1%
?	51062	0.8%
Other values (31)	54581	0.8%

Decimal Number

Value	Count	Frequency (%)
0	309010	14.6%
1	274281	12.9%
2	242656	11.4%
5	199786	9.4%
9	198002	9.3%
3	190132	9.0%
4	180651	8.5%
8	178767	8.4%
7	175510	8.3%
6	174493	8.2%
Other values (20)	46	< 0.1%

Nonspacing Mark

Value	Count	Frequency (%)
️	19187	99.0%
︎	117	0.6%
͜	14	0.1%
̵	13	0.1%
̶	13	0.1%
͡	11	0.1%
ิ	3	< 0.1%
͞	3	< 0.1%
ོ	2	< 0.1%
ี	2	< 0.1%
Other values (10)	11	0.1%

Format

Value	Count	Frequency (%)
‍	3186	44.7%
⁦	1287	18.0%
⁩	1275	17.9%
⁣	455	6.4%
	203	2.8%
⁠	146	2.0%
󠁧	120	1.7%
󠁿	91	1.3%
󠁢	91	1.3%
󠁳	63	0.9%
Other values (10)	218	3.1%

Modifier Symbol

Value	Count	Frequency (%)
🏻	2175	44.9%
🏼	1316	27.2%
🏽	382	7.9%
^	248	5.1%
￣	229	4.7%
🏾	202	4.2%
`	142	2.9%
¯	56	1.2%
´	38	0.8%
🏿	35	0.7%
Other values (6)	21	0.4%

Other Number

Value	Count	Frequency (%)
²	23	28.0%
½	23	28.0%
⁰	12	14.6%
¼	6	7.3%
³	4	4.9%
⅓	3	3.7%
③	2	2.4%
②	2	2.4%
①	2	2.4%
₂	2	2.4%
Other values (3)	3	3.7%

Open Punctuation

Value	Count	Frequency (%)
(	25891	78.7%
[	6074	18.5%
{	882	2.7%
„	17	0.1%
‚	7	< 0.1%
（	7	< 0.1%
【	3	< 0.1%
《	2	< 0.1%
︿	2	< 0.1%
༼	2	< 0.1%
Other values (2)	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	13304640	99.9%
	12370	0.1%
	339	< 0.1%
	107	< 0.1%
	27	< 0.1%
	14	< 0.1%
	10	< 0.1%
	7	< 0.1%
	5	< 0.1%

Currency Symbol

Value	Count	Frequency (%)
$	50659	97.4%
£	1195	2.3%
€	118	0.2%
₿	17	< 0.1%
¥	7	< 0.1%
¢	5	< 0.1%
฿	2	< 0.1%
₹	1	< 0.1%
₣	1	< 0.1%

Control

Value	Count	Frequency (%)
	435833	> 99.9%
	22	< 0.1%
	20	< 0.1%
	8	< 0.1%
	4	< 0.1%
	4	< 0.1%
	4	< 0.1%
	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	194513	86.9%
—	22073	9.9%
–	6136	2.7%
―	1130	0.5%
〰	16	< 0.1%
‑	2	< 0.1%
‒	2	< 0.1%
‐	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	28291	80.2%
]	6042	17.1%
}	903	2.6%
︶	10	< 0.1%
）	7	< 0.1%
】	4	< 0.1%
》	2	< 0.1%
༽	2	< 0.1%

Final Punctuation

Value	Count	Frequency (%)
’	117374	82.0%
”	25609	17.9%
»	112	0.1%
›	3	< 0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	32598	99.3%
＿	224	0.7%
‿	5	< 0.1%

Initial Punctuation

Value	Count	Frequency (%)
“	26497	70.7%
‘	10869	29.0%
«	108	0.3%

Private Use

Value	Count	Frequency (%)
󲝤	4	66.7%
	1	16.7%
	1	16.7%

Enclosing Mark

Value	Count	Frequency (%)
⃣	199	98.0%
҉	4	2.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	79313384	77.1%
Common	23488126	22.8%
Braille	25445	< 0.1%
Inherited	22747	< 0.1%
Han	669	< 0.1%
Katakana	331	< 0.1%
Hiragana	126	< 0.1%
Hangul	110	< 0.1%
Cyrillic	86	< 0.1%
Arabic	86	< 0.1%
Other values (13)	201	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	13304640	56.6%
/	2727718	11.6%
.	1515882	6.5%
:	1040397	4.4%
	435833	1.9%
#	407266	1.7%
,	383111	1.6%
0	309010	1.3%
1	274281	1.2%
2	242656	1.0%
Other values (1828)	2847332	12.1%

Latin

Value	Count	Frequency (%)
t	7991076	10.1%
e	7374871	9.3%
o	5977026	7.5%
a	5137798	6.5%
s	5093770	6.4%
i	4680619	5.9%
n	4483766	5.7%
r	4188907	5.3%
h	3602956	4.5%
c	2813206	3.5%
Other values (241)	27969389	35.3%

Han

Value	Count	Frequency (%)
港	48	7.2%
香	48	7.2%
送	45	6.7%
反	45	6.7%
中	45	6.7%
花	20	3.0%
挺	15	2.2%
孤	15	2.2%
物	13	1.9%
大	12	1.8%
Other values (185)	363	54.3%

Hangul

Value	Count	Frequency (%)
ㅤ	14	12.7%
ㅅ	12	10.9%
북	6	5.5%
담	6	5.5%
회	6	5.5%
미	5	4.5%
수	3	2.7%
남	3	2.7%
한	2	1.8%
혼	2	1.8%
Other values (39)	51	46.4%

Katakana

Value	Count	Frequency (%)
リ	37	11.2%
ツ	32	9.7%
ス	22	6.6%
ト	21	6.3%
ア	18	5.4%
マ	17	5.1%
ン	16	4.8%
ド	16	4.8%
メ	13	3.9%
イ	12	3.6%
Other values (36)	127	38.4%

Cyrillic

Value	Count	Frequency (%)
ү	28	32.6%
С	7	8.1%
с	6	7.0%
ғ	4	4.7%
҉	4	4.7%
и	4	4.7%
о	4	4.7%
а	3	3.5%
Х	2	2.3%
в	2	2.3%
Other values (20)	22	25.6%

Thai

Value	Count	Frequency (%)
ร	9	13.8%
ง	8	12.3%
า	6	9.2%
ช	4	6.2%
ิ	3	4.6%
เ	3	4.6%
ก	3	4.6%
ท	3	4.6%
พ	3	4.6%
ะ	2	3.1%
Other values (17)	21	32.3%

Hiragana

Value	Count	Frequency (%)
り	17	13.5%
づ	15	11.9%
の	14	11.1%
を	10	7.9%
が	9	7.1%
し	8	6.3%
い	6	4.8%
と	5	4.0%
る	4	3.2%
き	4	3.2%
Other values (16)	34	27.0%

Arabic

Value	Count	Frequency (%)
و	11	12.8%
ل	11	12.8%
ا	11	12.8%
ي	9	10.5%
ن	7	8.1%
ر	6	7.0%
م	4	4.7%
ئ	3	3.5%
س	3	3.5%
ج	3	3.5%
Other values (15)	18	20.9%

Canadian_Aboriginal

Value	Count	Frequency (%)
ᑦ	4	10.3%
ᐅ	4	10.3%
ᕕ	3	7.7%
ᐊ	3	7.7%
ᕗ	3	7.7%
ᐛ	2	5.1%
ᖅ	2	5.1%
ᑭ	2	5.1%
ᑐ	2	5.1%
ᑕ	2	5.1%
Other values (12)	12	30.8%

Hebrew

Value	Count	Frequency (%)
א	2	15.4%
ש	1	7.7%
ִ	1	7.7%
ׁ	1	7.7%
֖	1	7.7%
י	1	7.7%
ת	1	7.7%
ֵ	1	7.7%
ב	1	7.7%
ְ	1	7.7%
Other values (2)	2	15.4%

Inherited

Value	Count	Frequency (%)
️	19187	84.3%
‍	3186	14.0%
⃣	199	0.9%
︎	117	0.5%
͜	14	0.1%
̵	13	0.1%
̶	13	0.1%
͡	11	< 0.1%
‌	4	< 0.1%
͞	3	< 0.1%

Greek

Value	Count	Frequency (%)
π	7	36.8%
ω	3	15.8%
α	3	15.8%
θ	1	5.3%
ᵧ	1	5.3%
γ	1	5.3%
β	1	5.3%
Λ	1	5.3%
μ	1	5.3%

Devanagari

Value	Count	Frequency (%)
ट	1	16.7%
आ	1	16.7%
र	1	16.7%
्	1	16.7%
य	1	16.7%
भ	1	16.7%

Unknown

Value	Count	Frequency (%)
󲝤	4	66.7%
	1	16.7%
	1	16.7%

Tibetan

Value	Count	Frequency (%)
ོ	2	33.3%
༼	2	33.3%
༽	2	33.3%

Egyptian_Hieroglyphs

Value	Count	Frequency (%)
𓅃	1	33.3%
𓂀	1	33.3%
𓁁	1	33.3%

Braille

Value	Count	Frequency (%)
⠀	25445	100.0%

Armenian

Value	Count	Frequency (%)
֎	24	100.0%

Oriya

Value	Count	Frequency (%)
୧	7	100.0%

Georgian

Value	Count	Frequency (%)
ღ	7	100.0%

Lao

Value	Count	Frequency (%)
ຈ	4	100.0%

Kannada

Value	Count	Frequency (%)
ಠ	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102363049	99.5%
Punctuation	222247	0.2%
None	130473	0.1%
Emoticons	40413	< 0.1%
Braille	25445	< 0.1%
VS	19304	< 0.1%
Dingbats	17815	< 0.1%
Enclosed Alphanum Sup	10271	< 0.1%
Misc Symbols	7807	< 0.1%
Math Alphanum	5128	< 0.1%
Other values (46)	9359	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13304640	13.0%
t	7991076	7.8%
e	7374871	7.2%
o	5977026	5.8%
a	5137798	5.0%
s	5093770	5.0%
i	4680619	4.6%
n	4483766	4.4%
r	4188907	4.1%
h	3602956	3.5%
Other values (87)	40527620	39.6%

Punctuation

Value	Count	Frequency (%)
’	117374	52.8%
“	26497	11.9%
”	25609	11.5%
—	22073	9.9%
‘	10869	4.9%
–	6136	2.8%
‍	3186	1.4%
…	3091	1.4%
•	2488	1.1%
⁦	1287	0.6%
Other values (24)	3637	1.6%

Braille

Value	Count	Frequency (%)
⠀	25445	100.0%

VS

Value	Count	Frequency (%)
️	19187	99.4%
︎	117	0.6%

None

Value	Count	Frequency (%)
	12370	9.5%
👉	8437	6.5%
🔥	4996	3.8%
📷	3385	2.6%
🤣	2659	2.0%
📸	2238	1.7%
🏻	2175	1.7%
⬇	2159	1.7%
👇	2075	1.6%
é	1925	1.5%
Other values (1058)	88054	67.5%

Emoticons

Value	Count	Frequency (%)
😍	11423	28.3%
😂	6218	15.4%
😊	2230	5.5%
😫	1539	3.8%
😭	1484	3.7%
😱	1447	3.6%
😘	1335	3.3%
😲	1132	2.8%
🙌	1130	2.8%
🙍	918	2.3%
Other values (70)	11557	28.6%

Dingbats

Value	Count	Frequency (%)
✅	4082	22.9%
❤	3836	21.5%
➡	3727	20.9%
✨	3056	17.2%
❄	995	5.6%
❌	433	2.4%
✈	340	1.9%
✔	324	1.8%
✌	207	1.2%
✊	116	0.7%
Other values (39)	699	3.9%

Misc Symbols

Value	Count	Frequency (%)
♂	1505	19.3%
♀	901	11.5%
⚡	820	10.5%
☀	662	8.5%
♥	390	5.0%
☁	376	4.8%
☕	362	4.6%
☺	304	3.9%
★	184	2.4%
⚽	126	1.6%
Other values (81)	2177	27.9%

Enclosed Alphanum Sup

Value	Count	Frequency (%)
🇸	1179	11.5%
🇺	1125	11.0%
🇮	773	7.5%
🇷	767	7.5%
🇹	564	5.5%
🇳	560	5.5%
🇦	537	5.2%
🇨	489	4.8%
🇬	463	4.5%
🇪	442	4.3%
Other values (22)	3372	32.8%

Specials

Value	Count	Frequency (%)
	785	98.7%
�	10	1.3%

Geometric Shapes

Value	Count	Frequency (%)
▫	519	41.0%
▶	342	27.0%
▪	193	15.3%
●	61	4.8%
■	25	2.0%
▬	18	1.4%
►	18	1.4%
◡	15	1.2%
◤	9	0.7%
◾	9	0.7%
Other values (17)	56	4.4%

Misc Technical

Value	Count	Frequency (%)
⏩	322	40.1%
⏰	191	23.8%
⏳	87	10.8%
⏬	55	6.8%
⌚	39	4.9%
⏱	33	4.1%
⌛	25	3.1%
⌒	20	2.5%
⏲	8	1.0%
⌨	6	0.7%
Other values (10)	17	2.1%

Math Alphanum

Value	Count	Frequency (%)
𝑒	209	4.1%
𝑖	146	2.8%
𝑎	144	2.8%
𝑛	129	2.5%
𝑜	127	2.5%
𝑡	125	2.4%
𝑠	124	2.4%
𝑟	117	2.3%
𝚎	88	1.7%
𝚘	78	1.5%
Other values (390)	3841	74.9%

Phonetic Ext

Value	Count	Frequency (%)
ᵉ	187	17.2%
ᵒ	160	14.7%
ᵗ	96	8.8%
ᵃ	88	8.1%
ᵐ	78	7.2%
ᵘ	64	5.9%
ᵍ	55	5.1%
ᵈ	39	3.6%
ᵏ	36	3.3%
ᵇ	24	2.2%
Other values (34)	262	24.1%

Box Drawing

Value	Count	Frequency (%)
┃	187	13.5%
┻	134	9.7%
─	126	9.1%
┳	122	8.8%
━	121	8.8%
┛	117	8.5%
╲	80	5.8%
╱	80	5.8%
┓	78	5.6%
┏	64	4.6%
Other values (15)	272	19.7%

Arrows

Value	Count	Frequency (%)
→	171	64.3%
⇠	24	9.0%
⇢	22	8.3%
↓	11	4.1%
↔	10	3.8%
↘	7	2.6%
⇄	5	1.9%
↗	3	1.1%
↪	3	1.1%
↠	2	0.8%
Other values (7)	8	3.0%

Block Elements

Value	Count	Frequency (%)
▔	140	40.8%
█	87	25.4%
▀	31	9.0%
▄	30	8.7%
▏	20	5.8%
▕	19	5.5%
▂	6	1.7%
▐	4	1.2%
▌	3	0.9%
▓	3	0.9%

Currency Symbols

Value	Count	Frequency (%)
€	118	86.1%
₿	17	12.4%
₹	1	0.7%
₣	1	0.7%

Letterlike Symbols

Value	Count	Frequency (%)
™	95	35.4%
℮	75	28.0%
ℎ	73	27.2%
ℕ	12	4.5%
ℹ	7	2.6%
ℝ	2	0.7%
ℂ	1	0.4%
ℯ	1	0.4%
℉	1	0.4%
℃	1	0.4%

Modifier Letters

Value	Count	Frequency (%)
ʰ	85	19.7%
ˢ	84	19.5%
ʳ	61	14.2%
ˡ	58	13.5%
ʷ	55	12.8%
ʸ	45	10.4%
ʻ	10	2.3%
˚	8	1.9%
ʺ	7	1.6%
ʲ	5	1.2%
Other values (7)	13	3.0%

CJK

Value	Count	Frequency (%)
港	48	7.2%
香	48	7.2%
送	45	6.7%
反	45	6.7%
中	45	6.7%
花	20	3.0%
挺	15	2.2%
孤	15	2.2%
物	13	1.9%
大	12	1.8%
Other values (185)	363	54.3%

Katakana

Value	Count	Frequency (%)
ー	46	11.5%
リ	37	9.3%
ツ	32	8.0%
・	26	6.5%
ス	22	5.5%
ト	21	5.3%
ア	18	4.5%
マ	17	4.3%
ン	16	4.0%
ド	16	4.0%
Other values (36)	148	37.1%

Phonetic Ext Sup

Value	Count	Frequency (%)
ᶠ	39	37.5%
ᶜ	38	36.5%
ᶦ	24	23.1%
ᶻ	3	2.9%

Cyrillic

Value	Count	Frequency (%)
ү	28	32.6%
С	7	8.1%
с	6	7.0%
ғ	4	4.7%
҉	4	4.7%
и	4	4.7%
о	4	4.7%
а	3	3.5%
Х	2	2.3%
в	2	2.3%
Other values (20)	22	25.6%

Armenian

Value	Count	Frequency (%)
֎	24	100.0%

IPA Ext

Value	Count	Frequency (%)
ʀ	20	19.4%
ʜ	20	19.4%
ʖ	11	10.7%
ɪ	8	7.8%
ʇ	7	6.8%
ɹ	5	4.9%
ə	5	4.9%
ɥ	4	3.9%
ɐ	4	3.9%
ɴ	3	2.9%
Other values (11)	16	15.5%

Hiragana

Value	Count	Frequency (%)
り	17	12.7%
づ	15	11.2%
の	14	10.4%
を	10	7.5%
が	9	6.7%
し	8	6.0%
゜	8	6.0%
い	6	4.5%
と	5	3.7%
る	4	3.0%
Other values (17)	38	28.4%

Playing Cards

Value	Count	Frequency (%)
🃏	17	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅤ	14	53.8%
ㅅ	12	46.2%

Diacriticals

Value	Count	Frequency (%)
͜	14	25.9%
̵	13	24.1%
̶	13	24.1%
͡	11	20.4%
͞	3	5.6%

Arabic

Value	Count	Frequency (%)
و	11	12.6%
ل	11	12.6%
ا	11	12.6%
ي	9	10.3%
ن	7	8.0%
ر	6	6.9%
م	4	4.6%
ئ	3	3.4%
س	3	3.4%
ج	3	3.4%
Other values (16)	19	21.8%

CJK Compat Forms

Value	Count	Frequency (%)
︶	10	76.9%
︿	2	15.4%
︻	1	7.7%

Thai

Value	Count	Frequency (%)
ร	9	13.4%
ง	8	11.9%
า	6	9.0%
ช	4	6.0%
ิ	3	4.5%
เ	3	4.5%
ก	3	4.5%
ท	3	4.5%
พ	3	4.5%
ะ	2	3.0%
Other values (18)	23	34.3%

Alphabetic PF

Value	Count	Frequency (%)
ﬁ	8	88.9%
ﬂ	1	11.1%

Oriya

Value	Count	Frequency (%)
୧	7	100.0%

Georgian

Value	Count	Frequency (%)
ღ	7	100.0%

Hangul

Value	Count	Frequency (%)
북	6	7.1%
담	6	7.1%
회	6	7.1%
미	5	6.0%
수	3	3.6%
남	3	3.6%
한	2	2.4%
혼	2	2.4%
정	2	2.4%
이	2	2.4%
Other values (37)	47	56.0%

Math Operators

Value	Count	Frequency (%)
∽	6	15.0%
∙	6	15.0%
≠	4	10.0%
∧	4	10.0%
∩	4	10.0%
⊃	4	10.0%
∞	4	10.0%
−	2	5.0%
≈	2	5.0%
⊂	1	2.5%
Other values (3)	3	7.5%

Lao

Value	Count	Frequency (%)
ຈ	4	100.0%

UCAS

Value	Count	Frequency (%)
ᑦ	4	10.3%
ᐅ	4	10.3%
ᕕ	3	7.7%
ᐊ	3	7.7%
ᕗ	3	7.7%
ᐛ	2	5.1%
ᖅ	2	5.1%
ᑭ	2	5.1%
ᑐ	2	5.1%
ᑕ	2	5.1%
Other values (12)	12	30.8%

Latin Ext Additional

Value	Count	Frequency (%)
ấ	3	37.5%
ễ	3	37.5%
ả	1	12.5%
ố	1	12.5%

Number Forms

Value	Count	Frequency (%)
⅓	3	100.0%

Kannada

Value	Count	Frequency (%)
ಠ	2	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
③	2	25.0%
②	2	25.0%
①	2	25.0%
Ⓝ	1	12.5%
Ⓥ	1	12.5%

Tibetan

Value	Count	Frequency (%)
ོ	2	33.3%
༼	2	33.3%
༽	2	33.3%

Hebrew

Value	Count	Frequency (%)
א	2	15.4%
ש	1	7.7%
ִ	1	7.7%
ׁ	1	7.7%
֖	1	7.7%
י	1	7.7%
ת	1	7.7%
ֵ	1	7.7%
ב	1	7.7%
ְ	1	7.7%
Other values (2)	2	15.4%

Small Forms

Value	Count	Frequency (%)
﹖	2	100.0%

CJK Compat

Value	Count	Frequency (%)
㎡	1	100.0%

Devanagari

Value	Count	Frequency (%)
ट	1	16.7%
आ	1	16.7%
र	1	16.7%
्	1	16.7%
य	1	16.7%
भ	1	16.7%

Enclosed Ideographic Sup

Value	Count	Frequency (%)
🉐	1	100.0%

Mahjong

Value	Count	Frequency (%)
🀄	1	100.0%

Egyptian Hieroglyphs

Value	Count	Frequency (%)
𓅃	1	33.3%
𓂀	1	33.3%
𓁁	1	33.3%

PUA

Value	Count	Frequency (%)
	1	50.0%
	1	50.0%

Geometric Shapes Ext

Value	Count	Frequency (%)
🟡	1	100.0%

Domino

Value	Count	Frequency (%)
🀹	1	100.0%

topicName
Categorical

Distinct	42
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	43.2 MiB

Business	164602
News	131973
Motivational	84750
Technology	47679
Design & Architecture	44987
Other values (37)	311925

Length

Max length	24
Median length	16
Mean length	8.6531054
Min length	3

Characters and Unicode

Total characters	6800614
Distinct characters	43
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Business
2nd row	Business
3rd row	Business
4th row	Business
5th row	Business

Common Values

Value	Count	Frequency (%)
Business	164602	20.9%
News	131973	16.8%
Motivational	84750	10.8%
Technology	47679	6.1%
Design & Architecture	44987	5.7%
Cryptocurrency	38623	4.9%
Art	36697	4.7%
Interesting	28615	3.6%
Animal	28202	3.6%
Memes	26349	3.4%
Other values (32)	153439	19.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
business	164602	17.6%
news	132252	14.2%
motivational	84750	9.1%
	67473	7.2%
technology	47679	5.1%
design	44987	4.8%
architecture	44987	4.8%
cryptocurrency	38623	4.1%
art	36697	3.9%
interesting	28615	3.1%
Other values (39)	242297	26.0%

Most occurring characters

Value	Count	Frequency (%)
s	758810	11.2%
e	699171	10.3%
i	520692	7.7%
n	515001	7.6%
t	478590	7.0%
o	386155	5.7%
r	378225	5.6%
a	321111	4.7%
u	290216	4.3%
c	242622	3.6%
Other values (33)	2210021	32.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5675787	83.5%
Uppercase Letter	910308	13.4%
Space Separator	147046	2.2%
Other Punctuation	67473	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	758810	13.4%
e	699171	12.3%
i	520692	9.2%
n	515001	9.1%
t	478590	8.4%
o	386155	6.8%
r	378225	6.7%
a	321111	5.7%
u	290216	5.1%
c	242622	4.3%
Other values (12)	1085194	19.1%

Uppercase Letter

Value	Count	Frequency (%)
B	164680	18.1%
N	158065	17.4%
M	114072	12.5%
A	109886	12.1%
D	67511	7.4%
C	61015	6.7%
T	60894	6.7%
I	51125	5.6%
P	35247	3.9%
F	25569	2.8%
Other values (9)	62244	6.8%

Space Separator

Value	Count	Frequency (%)
	147046	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	67473	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6586095	96.8%
Common	214519	3.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	758810	11.5%
e	699171	10.6%
i	520692	7.9%
n	515001	7.8%
t	478590	7.3%
o	386155	5.9%
r	378225	5.7%
a	321111	4.9%
u	290216	4.4%
c	242622	3.7%
Other values (31)	1995502	30.3%

Common

Value	Count	Frequency (%)
	147046	68.5%
&	67473	31.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6800614	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	758810	11.2%
e	699171	10.3%
i	520692	7.7%
n	515001	7.6%
t	478590	7.0%
o	386155	5.7%
r	378225	5.6%
a	321111	4.7%
u	290216	4.3%
c	242622	3.6%
Other values (33)	2210021	32.5%

usFlwrs
Real number (ℝ)

High correlation

Distinct	343319
Distinct (%)	43.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4472701.3

Minimum	0
Maximum	1.0573845 × 10⁸
Zeros	60
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.0 MiB

Quantile statistics

Minimum	0
5-th percentile	2472
Q1	142628
median	966826.5
Q3	3603135
95-th percentile	20591725
Maximum	1.0573845 × 10⁸
Range	1.0573845 × 10⁸
Interquartile range (IQR)	3460507

Descriptive statistics

Standard deviation	9149778.1
Coefficient of variation (CV)	2.045694
Kurtosis	11.068883
Mean	4472701.3
Median Absolute Deviation (MAD)	961332.5
Skewness	3.2684972
Sum	3.5151675 × 10¹²
Variance	8.371844 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
590529	234	< 0.1%
16262182	217	< 0.1%
589918	211	< 0.1%
2150418	191	< 0.1%
2133253	187	< 0.1%
62	181	< 0.1%
590441	162	< 0.1%
590390	150	< 0.1%
16235969	148	< 0.1%
65	147	< 0.1%
Other values (343309)	784088	99.8%

Value	Count	Frequency (%)
0	60	< 0.1%
1	49	< 0.1%
2	59	< 0.1%
3	53	< 0.1%
4	61	< 0.1%
5	59	< 0.1%
6	67	< 0.1%
7	51	< 0.1%
8	59	< 0.1%
9	66	< 0.1%

Value	Count	Frequency (%)
105738450	1	< 0.1%
105246986	1	< 0.1%
105246692	1	< 0.1%
105245851	1	< 0.1%
105017221	1	< 0.1%
103922950	1	< 0.1%
103873045	1	< 0.1%
103873020	2	< 0.1%
103744375	1	< 0.1%
103670138	2	< 0.1%

usID
Real number (ℝ)

High correlation

Distinct	22516
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0852761 × 10¹⁷

Minimum	12
Maximum	1.153467 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.0 MiB

Quantile statistics

Minimum	12
5-th percentile	1652541
Q1	15513767
median	36184220
Q3	9.545908 × 10⁸
95-th percentile	9.4275497 × 10¹⁷
Maximum	1.153467 × 10¹⁸
Range	1.153467 × 10¹⁸
Interquartile range (IQR)	9.3907704 × 10⁸

Descriptive statistics

Standard deviation	3.0104857 × 10¹⁷
Coefficient of variation (CV)	2.7739352
Kurtosis	4.195324
Mean	1.0852761 × 10¹⁷
Median Absolute Deviation (MAD)	35377125
Skewness	2.460755
Sum	-4.1567913 × 10¹⁸
Variance	9.063024 × 10³⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34713362	62033	7.9%
200583835	37446	4.8%
20562637	36255	4.6%
14763734	22131	2.8%
3108351	20364	2.6%
807095	16862	2.1%
14511951	15798	2.0%
1652541	14897	1.9%
701725963	14727	1.9%
16896485	14412	1.8%
Other values (22506)	530991	67.6%

Value	Count	Frequency (%)
12	8	< 0.1%
62	1	< 0.1%
767	7	< 0.1%
1585	3	< 0.1%
1605	3	< 0.1%
3475	1	< 0.1%
4816	2	< 0.1%
7846	1	< 0.1%
10221	1	< 0.1%
10437	1	< 0.1%

Value	Count	Frequency (%)
1.153466973 × 10¹⁸	1	< 0.1%
1.152826439 × 10¹⁸	1	< 0.1%
1.152685127 × 10¹⁸	1	< 0.1%
1.152301169 × 10¹⁸	1	< 0.1%
1.152284678 × 10¹⁸	2	< 0.1%
1.151881037 × 10¹⁸	1	< 0.1%
1.15169615 × 10¹⁸	1	< 0.1%
1.151607491 × 10¹⁸	1	< 0.1%
1.151507737 × 10¹⁸	16	< 0.1%
1.151473541 × 10¹⁸	1	< 0.1%

usName
Text

Distinct	22978
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	51.0 MiB

Length

Max length	50
Median length	44
Mean length	12.720442
Min length	1

Characters and Unicode

Total characters	9997199
Distinct characters	1823
Distinct categories	23 ?
Distinct scripts	25 ?
Distinct blocks	53 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12921 ?
Unique (%)	1.6%

Sample

1st row	The Economist
2nd row	CNN Business
3rd row	FORTUNE
4th row	Business Standard
5th row	Reuters Business

Value	Count	Frequency (%)
bloomberg	66759	4.2%
the	63271	4.0%
business	53561	3.4%
insider	42829	2.7%
tim	37593	2.4%
fargo	37447	2.4%
news	32959	2.1%
reuters	28544	1.8%
quotes	25315	1.6%
digital	22231	1.4%
Other values (21870)	1179163	74.2%

Most occurring characters

Value	Count	Frequency (%)
e	951284	9.5%
	804352	8.0%
o	617337	6.2%
i	606223	6.1%
r	604599	6.0%
s	600581	6.0%
a	512714	5.1%
n	499289	5.0%
t	436832	4.4%
l	383455	3.8%
Other values (1813)	3980533	39.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7168105	71.7%
Uppercase Letter	1821774	18.2%
Space Separator	804423	8.0%
Other Symbol	85207	0.9%
Other Punctuation	58912	0.6%
Decimal Number	19252	0.2%
Nonspacing Mark	11467	0.1%
Connector Punctuation	8458	0.1%
Dash Punctuation	5221	0.1%
Close Punctuation	2981	< 0.1%
Other values (13)	11399	0.1%

Most frequent character per category

Other Symbol

Value	Count	Frequency (%)
🔥	15405	18.1%
❤	11818	13.9%
☘	4752	5.6%
❄	4437	5.2%
🤩	4110	4.8%
✨	2874	3.4%
™	2362	2.8%
🚀	2314	2.7%
🔞	2183	2.6%
📽	2134	2.5%
Other values (646)	32818	38.5%

Lowercase Letter

Value	Count	Frequency (%)
e	951284	13.3%
o	617337	8.6%
i	606223	8.5%
r	604599	8.4%
s	600581	8.4%
a	512714	7.2%
n	499289	7.0%
t	436832	6.1%
l	383455	5.3%
u	278335	3.9%
Other values (426)	1677456	23.4%

Other Letter

Value	Count	Frequency (%)
ॐ	1243	43.4%
ㅤ	143	5.0%
者	103	3.6%
勝	103	3.6%
ا	94	3.3%
火	75	2.6%
ر	46	1.6%
𓂀	35	1.2%
ن	33	1.2%
ي	33	1.2%
Other values (293)	956	33.4%

Uppercase Letter

Value	Count	Frequency (%)
T	249121	13.7%
B	189526	10.4%
N	155423	8.5%
I	114118	6.3%
C	109033	6.0%
S	99600	5.5%
A	99120	5.4%
M	90357	5.0%
F	82935	4.6%
P	74428	4.1%
Other values (216)	558113	30.6%

Modifier Letter

Value	Count	Frequency (%)
ᵗ	32	17.3%
ᵛ	29	15.7%
ˏ	11	5.9%
ˊ	11	5.9%
ˎ	11	5.9%
ˋ	11	5.9%
ʸ	8	4.3%
ﾟ	8	4.3%
ᵒ	5	2.7%
ˡ	5	2.7%
Other values (31)	54	29.2%

Other Punctuation

Value	Count	Frequency (%)
.	27547	46.8%
&	10921	18.5%
#	7889	13.4%
'	4041	6.9%
@	2121	3.6%
*	1706	2.9%
,	1319	2.2%
!	1308	2.2%
:	580	1.0%
/	536	0.9%
Other values (19)	944	1.6%

Nonspacing Mark

Value	Count	Frequency (%)
️	10961	95.6%
ً	266	2.3%
َ	106	0.9%
ྂ	57	0.5%
໊	26	0.2%
︎	14	0.1%
ं	4	< 0.1%
्	4	< 0.1%
͡	4	< 0.1%
᷈	4	< 0.1%
Other values (16)	21	0.2%

Format

Value	Count	Frequency (%)
‍	267	40.3%
‏	177	26.7%
‌	68	10.3%
󠁧	28	4.2%
󠁢	24	3.6%
󠁿	24	3.6%
󠁳	20	3.0%
󠁣	12	1.8%
󠁴	12	1.8%
󠁷	8	1.2%
Other values (7)	23	3.5%

Decimal Number

Value	Count	Frequency (%)
9	7048	36.6%
1	4902	25.5%
5	1991	10.3%
0	1809	9.4%
7	1116	5.8%
2	641	3.3%
6	444	2.3%
𝟤	416	2.2%
8	306	1.6%
3	300	1.6%
Other values (5)	279	1.4%

Math Symbol

Value	Count	Frequency (%)
+	2223	87.7%
\|	155	6.1%
~	74	2.9%
=	45	1.8%
∂	21	0.8%
＞	4	0.2%
＜	4	0.2%
⊕	2	0.1%
⧖	2	0.1%
∎	2	0.1%
Other values (3)	3	0.1%

Currency Symbol

Value	Count	Frequency (%)
₿	895	61.3%
¢	282	19.3%
$	184	12.6%
฿	89	6.1%
₳	3	0.2%
₦	2	0.1%
₥	1	0.1%
₲	1	0.1%
₣	1	0.1%
₡	1	0.1%
Other values (2)	2	0.1%

Modifier Symbol

Value	Count	Frequency (%)
🏻	81	35.5%
🏼	60	26.3%
🏽	27	11.8%
˗	22	9.6%
🏾	14	6.1%
🏿	9	3.9%
`	6	2.6%
^	3	1.3%
¨	2	0.9%
¯	2	0.9%

Open Punctuation

Value	Count	Frequency (%)
(	2323	78.7%
[	617	20.9%
{	4	0.1%
༺	3	0.1%
„	2	0.1%
︽	2	0.1%
（	1	< 0.1%
【	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	2355	79.0%
]	617	20.7%
}	4	0.1%
༻	3	0.1%
）	1	< 0.1%
】	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	5151	98.7%
〰	62	1.2%
—	4	0.1%
–	3	0.1%
〜	1	< 0.1%

Spacing Mark

Value	Count	Frequency (%)
ा	8	61.5%
ि	2	15.4%
េ	2	15.4%
ា	1	7.7%

Final Punctuation

Value	Count	Frequency (%)
’	433	96.7%
”	13	2.9%
»	2	0.4%

Initial Punctuation

Value	Count	Frequency (%)
“	22	81.5%
‘	3	11.1%
«	2	7.4%

Other Number

Value	Count	Frequency (%)
²	3	60.0%
¹	1	20.0%
➐	1	20.0%

Space Separator

Value	Count	Frequency (%)
	804352	> 99.9%
	71	< 0.1%

Private Use

Value	Count	Frequency (%)
	10	66.7%
	5	33.3%

Connector Punctuation

Value	Count	Frequency (%)
_	8458	100.0%

Enclosing Mark

Value	Count	Frequency (%)
⃣	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8971753	89.7%
Common	1006918	10.1%
Inherited	11700	0.1%
Cyrillic	1631	< 0.1%
Devanagari	1305	< 0.1%
Georgian	1199	< 0.1%
Greek	876	< 0.1%
Han	681	< 0.1%
Arabic	428	< 0.1%
Hangul	218	< 0.1%
Other values (15)	490	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	804352	79.9%
.	27547	2.7%
🔥	15405	1.5%
❤	11818	1.2%
&	10921	1.1%
_	8458	0.8%
#	7889	0.8%
9	7048	0.7%
-	5151	0.5%
1	4902	0.5%
Other values (1110)	103427	10.3%

Latin

Value	Count	Frequency (%)
e	951284	10.6%
o	617337	6.9%
i	606223	6.8%
r	604599	6.7%
s	600581	6.7%
a	512714	5.7%
n	499289	5.6%
t	436832	4.9%
l	383455	4.3%
u	278335	3.1%
Other values (237)	3481104	38.8%

Han

Value	Count	Frequency (%)
者	103	15.1%
勝	103	15.1%
火	75	11.0%
䂀	28	4.1%
曼	28	4.1%
劉	28	4.1%
斯	14	2.1%
大	10	1.5%
丅	9	1.3%
英	8	1.2%
Other values (110)	275	40.4%

Cyrillic

Value	Count	Frequency (%)
ѕ	394	24.2%
є	378	23.2%
и	176	10.8%
я	172	10.5%
у	146	9.0%
т	83	5.1%
н	26	1.6%
а	23	1.4%
ҽ	21	1.3%
С	15	0.9%
Other values (41)	197	12.1%

Greek

Value	Count	Frequency (%)
α	227	25.9%
σ	201	22.9%
ι	190	21.7%
ρ	81	9.2%
υ	36	4.1%
ο	11	1.3%
ν	11	1.3%
Σ	9	1.0%
ω	8	0.9%
Λ	8	0.9%
Other values (32)	94	10.7%

Hangul

Value	Count	Frequency (%)
ㅤ	143	65.6%
ㅏ	10	4.6%
ㄹ	6	2.8%
송	5	2.3%
재	4	1.8%
준	4	1.8%
ㄴ	4	1.8%
소	3	1.4%
단	3	1.4%
방	3	1.4%
Other values (25)	33	15.1%

Arabic

Value	Count	Frequency (%)
ا	94	22.0%
ر	46	10.7%
ن	33	7.7%
ي	33	7.7%
م	31	7.2%
ل	30	7.0%
ع	23	5.4%
ف	23	5.4%
س	21	4.9%
ب	18	4.2%
Other values (22)	76	17.8%

Katakana

Value	Count	Frequency (%)
ツ	11	21.2%
ッ	9	17.3%
ニ	3	5.8%
ダ	2	3.8%
エ	2	3.8%
ル	2	3.8%
ン	2	3.8%
ﾚ	2	3.8%
ミ	1	1.9%
ャ	1	1.9%
Other values (17)	17	32.7%

Devanagari

Value	Count	Frequency (%)
ॐ	1243	95.2%
ा	8	0.6%
न	8	0.6%
ं	4	0.3%
्	4	0.3%
य	4	0.3%
ओ	4	0.3%
ल	2	0.2%
द	2	0.2%
े	2	0.2%
Other values (12)	24	1.8%

Thai

Value	Count	Frequency (%)
า	4	12.1%
ง	4	12.1%
๑	4	12.1%
น	3	9.1%
่	2	6.1%
ป	2	6.1%
ร	1	3.0%
้	1	3.0%
อ	1	3.0%
เ	1	3.0%
Other values (10)	10	30.3%

Hiragana

Value	Count	Frequency (%)
こ	7	15.6%
っ	6	13.3%
は	6	13.3%
じ	6	13.3%
い	2	4.4%
の	2	4.4%
つ	2	4.4%
ば	2	4.4%
さ	2	4.4%
ろ	2	4.4%
Other values (8)	8	17.8%

Hebrew

Value	Count	Frequency (%)
ן	5	20.8%
ס	2	8.3%
ם	2	8.3%
ה	2	8.3%
א	1	4.2%
ח	1	4.2%
ת	1	4.2%
ד	1	4.2%
ע	1	4.2%
מ	1	4.2%
Other values (7)	7	29.2%

Canadian_Aboriginal

Value	Count	Frequency (%)
ᑎ	12	18.2%
ᗩ	12	18.2%
ᗴ	9	13.6%
ᖇ	7	10.6%
ᑌ	4	6.1%
ᒪ	3	4.5%
ᗪ	3	4.5%
ᗰ	3	4.5%
ᔕ	3	4.5%
ᖶ	2	3.0%
Other values (6)	8	12.1%

Inherited

Value	Count	Frequency (%)
️	10961	93.7%
‍	267	2.3%
ً	266	2.3%
َ	106	0.9%
‌	68	0.6%
︎	14	0.1%
͡	4	< 0.1%
᷈	4	< 0.1%
͜	2	< 0.1%
̮	2	< 0.1%
Other values (5)	6	0.1%

Khmer

Value	Count	Frequency (%)
ឌ	2	15.4%
េ	2	15.4%
ម	1	7.7%
ប	1	7.7%
ូ	1	7.7%
ា	1	7.7%
ដ	1	7.7%
ល	1	7.7%
ី	1	7.7%
ឹ	1	7.7%

Armenian

Value	Count	Frequency (%)
Ե	39	39.8%
օ	18	18.4%
վ	13	13.3%
ղ	11	11.2%
մ	6	6.1%
Թ	4	4.1%
հ	4	4.1%
ց	1	1.0%
ռ	1	1.0%
ֆ	1	1.0%

Cherokee

Value	Count	Frequency (%)
Ꭷ	6	54.5%
Ꮆ	2	18.2%
Ꭿ	1	9.1%
Ꮗ	1	9.1%
Ꮙ	1	9.1%

Georgian

Value	Count	Frequency (%)
ღ	1192	99.4%
ყ	4	0.3%
ძ	2	0.2%
ხ	1	0.1%

Tibetan

Value	Count	Frequency (%)
ྂ	57	90.5%
༺	3	4.8%
༻	3	4.8%

Unknown

Value	Count	Frequency (%)
	10	66.7%
	5	33.3%

Gujarati

Value	Count	Frequency (%)
૯	6	85.7%
ૐ	1	14.3%

Egyptian_Hieroglyphs

Value	Count	Frequency (%)
𓂀	35	100.0%

Lao

Value	Count	Frequency (%)
໊	26	100.0%

Tifinagh

Value	Count	Frequency (%)
ⵜ	1	100.0%

Bopomofo

Value	Count	Frequency (%)
ㄥ	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9870911	98.7%
None	55352	0.6%
Dingbats	19989	0.2%
Math Alphanum	14669	0.1%
VS	10975	0.1%
Misc Symbols	10344	0.1%
Letterlike Symbols	2555	< 0.1%
Enclosed Alphanum Sup	1956	< 0.1%
Cyrillic	1625	< 0.1%
Devanagari	1305	< 0.1%
Other values (43)	7518	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	951284	9.6%
	804352	8.1%
o	617337	6.3%
i	606223	6.1%
r	604599	6.1%
s	600581	6.1%
a	512714	5.2%
n	499289	5.1%
t	436832	4.4%
l	383455	3.9%
Other values (83)	3854245	39.0%

None

Value	Count	Frequency (%)
🔥	15405	27.8%
🤩	4110	7.4%
🚀	2314	4.2%
🔞	2183	3.9%
📽	2134	3.9%
®	2071	3.7%
ë	1590	2.9%
📈	1584	2.9%
📭	1230	2.2%
🗺	1146	2.1%
Other values (621)	21585	39.0%

Dingbats

Value	Count	Frequency (%)
❤	11818	59.1%
❄	4437	22.2%
✨	2874	14.4%
✌	239	1.2%
✈	174	0.9%
➶	91	0.5%
❇	75	0.4%
✒	32	0.2%
✍	26	0.1%
❓	26	0.1%
Other values (30)	197	1.0%

VS

Value	Count	Frequency (%)
️	10961	99.9%
︎	14	0.1%

Misc Symbols

Value	Count	Frequency (%)
☘	4752	45.9%
⛩	2087	20.2%
♡	984	9.5%
⚔	453	4.4%
☄	382	3.7%
⚡	248	2.4%
☀	237	2.3%
♤	208	2.0%
⛵	95	0.9%
★	91	0.9%
Other values (67)	807	7.8%

Letterlike Symbols

Value	Count	Frequency (%)
™	2362	92.4%
ℓ	159	6.2%
ℂ	12	0.5%
ℕ	8	0.3%
ℬ	4	0.2%
ℰ	2	0.1%
ℍ	2	0.1%
ℳ	1	< 0.1%
ℭ	1	< 0.1%
ℝ	1	< 0.1%
Other values (3)	3	0.1%

Devanagari

Value	Count	Frequency (%)
ॐ	1243	95.2%
ा	8	0.6%
न	8	0.6%
ं	4	0.3%
्	4	0.3%
य	4	0.3%
ओ	4	0.3%
ल	2	0.2%
द	2	0.2%
े	2	0.2%
Other values (12)	24	1.8%

Georgian

Value	Count	Frequency (%)
ღ	1192	99.4%
ყ	4	0.3%
ძ	2	0.2%
ხ	1	0.1%

Math Alphanum

Value	Count	Frequency (%)
𝚎	992	6.8%
𝖾	833	5.7%
𝗌	832	5.7%
𝚕	489	3.3%
𝗋	417	2.8%
𝗅	417	2.8%
𝗈	417	2.8%
𝖢	417	2.8%
𝗏	416	2.8%
𝟤	416	2.8%
Other values (318)	9023	61.5%

Currency Symbols

Value	Count	Frequency (%)
₿	895	98.8%
₳	3	0.3%
₦	2	0.2%
₥	1	0.1%
₲	1	0.1%
₣	1	0.1%
₡	1	0.1%
₪	1	0.1%
₱	1	0.1%

Punctuation

Value	Count	Frequency (%)
’	433	39.8%
‍	267	24.5%
‏	177	16.3%
•	84	7.7%
‌	68	6.2%
“	22	2.0%
”	13	1.2%
	4	0.4%
—	4	0.4%
†	4	0.4%
Other values (8)	13	1.2%

Cyrillic

Value	Count	Frequency (%)
ѕ	394	24.2%
є	378	23.3%
и	176	10.8%
я	172	10.6%
у	146	9.0%
т	83	5.1%
н	26	1.6%
а	23	1.4%
ҽ	21	1.3%
С	15	0.9%
Other values (36)	191	11.8%

Enclosed Alphanum Sup

Value	Count	Frequency (%)
🇺	291	14.9%
🇵	223	11.4%
🇷	177	9.0%
🇪	169	8.6%
🇸	163	8.3%
🇦	133	6.8%
🇧	119	6.1%
🇨	109	5.6%
🇬	101	5.2%
🇮	63	3.2%
Other values (29)	408	20.9%

Arabic

Value	Count	Frequency (%)
ً	266	33.2%
َ	106	13.2%
ا	94	11.7%
ر	46	5.7%
ن	33	4.1%
ي	33	4.1%
م	31	3.9%
ل	30	3.7%
ع	23	2.9%
ف	23	2.9%
Other values (26)	117	14.6%

Compat Jamo

Value	Count	Frequency (%)
ㅤ	143	87.7%
ㅏ	10	6.1%
ㄹ	6	3.7%
ㄴ	4	2.5%

Emoticons

Value	Count	Frequency (%)
😎	135	25.6%
😷	127	24.1%
😈	47	8.9%
😘	31	5.9%
😁	25	4.7%
😃	20	3.8%
😻	19	3.6%
😮	13	2.5%
😊	12	2.3%
🙋	12	2.3%
Other values (21)	86	16.3%

Phonetic Ext

Value	Count	Frequency (%)
ᴀ	120	22.6%
ᴇ	77	14.5%
ᴛ	62	11.7%
ᴜ	35	6.6%
ᵗ	32	6.0%
ᵛ	29	5.5%
ᴠ	28	5.3%
ᴡ	22	4.1%
ᴊ	22	4.1%
ᴄ	19	3.6%
Other values (28)	85	16.0%

Specials

Value	Count	Frequency (%)
	104	100.0%

CJK

Value	Count	Frequency (%)
者	103	15.8%
勝	103	15.8%
火	75	11.5%
曼	28	4.3%
劉	28	4.3%
斯	14	2.1%
大	10	1.5%
丅	9	1.4%
英	8	1.2%
若	8	1.2%
Other values (109)	267	40.9%

IPA Ext

Value	Count	Frequency (%)
ɴ	92	19.7%
ɪ	54	11.6%
ɢ	48	10.3%
ɛ	42	9.0%
ɑ	39	8.4%
ʏ	37	7.9%
ʀ	32	6.9%
ɾ	25	5.4%
ʜ	18	3.9%
ʟ	17	3.6%
Other values (19)	62	13.3%

Thai

Value	Count	Frequency (%)
฿	89	73.0%
า	4	3.3%
ง	4	3.3%
๑	4	3.3%
น	3	2.5%
่	2	1.6%
ป	2	1.6%
ร	1	0.8%
้	1	0.8%
อ	1	0.8%
Other values (11)	11	9.0%

Tibetan

Value	Count	Frequency (%)
ྂ	57	90.5%
༺	3	4.8%
༻	3	4.8%

Armenian

Value	Count	Frequency (%)
Ե	39	39.8%
օ	18	18.4%
վ	13	13.3%
ղ	11	11.2%
մ	6	6.1%
Թ	4	4.1%
հ	4	4.1%
ց	1	1.0%
ռ	1	1.0%
ֆ	1	1.0%

Egyptian Hieroglyphs

Value	Count	Frequency (%)
𓂀	35	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
Ⓥ	34	65.4%
ⓡ	2	3.8%
Ⓒ	2	3.8%
ⓙ	2	3.8%
ⓣ	2	3.8%
Ⓑ	2	3.8%
Ⓜ	1	1.9%
ⓝ	1	1.9%
ⓓ	1	1.9%
ⓔ	1	1.9%
Other values (4)	4	7.7%

CJK Ext A

Value	Count	Frequency (%)
䂀	28	100.0%

Lao

Value	Count	Frequency (%)
໊	26	100.0%

Modifier Letters

Value	Count	Frequency (%)
˗	22	25.6%
ˏ	11	12.8%
ˊ	11	12.8%
ˎ	11	12.8%
ˋ	11	12.8%
ʸ	8	9.3%
ˡ	5	5.8%
ʰ	2	2.3%
˵	2	2.3%
ˢ	1	1.2%
Other values (2)	2	2.3%

Math Operators

Value	Count	Frequency (%)
∂	21	77.8%
⊕	2	7.4%
∎	2	7.4%
∆	1	3.7%
∞	1	3.7%

Katakana

Value	Count	Frequency (%)
・	16	24.2%
ツ	11	16.7%
ッ	9	13.6%
ニ	3	4.5%
ー	2	3.0%
ダ	2	3.0%
エ	2	3.0%
ル	2	3.0%
ン	2	3.0%
ミ	1	1.5%
Other values (16)	16	24.2%

Geometric Shapes

Value	Count	Frequency (%)
◇	16	66.7%
○	2	8.3%
▪	2	8.3%
◕	2	8.3%
▲	1	4.2%
◾	1	4.2%

Misc Technical

Value	Count	Frequency (%)
⏳	15	88.2%
⌛	1	5.9%
⌨	1	5.9%

UCAS

Value	Count	Frequency (%)
ᑎ	12	18.2%
ᗩ	12	18.2%
ᗴ	9	13.6%
ᖇ	7	10.6%
ᑌ	4	6.1%
ᒪ	3	4.5%
ᗪ	3	4.5%
ᗰ	3	4.5%
ᔕ	3	4.5%
ᖶ	2	3.0%
Other values (6)	8	12.1%

PUA

Value	Count	Frequency (%)
	10	66.7%
	5	33.3%

Hiragana

Value	Count	Frequency (%)
こ	7	15.6%
っ	6	13.3%
は	6	13.3%
じ	6	13.3%
い	2	4.4%
の	2	4.4%
つ	2	4.4%
ば	2	4.4%
さ	2	4.4%
ろ	2	4.4%
Other values (8)	8	17.8%

Gujarati

Value	Count	Frequency (%)
૯	6	85.7%
ૐ	1	14.3%

Cherokee

Value	Count	Frequency (%)
Ꭷ	6	54.5%
Ꮆ	2	18.2%
Ꭿ	1	9.1%
Ꮗ	1	9.1%
Ꮙ	1	9.1%

Latin Ext Additional

Value	Count	Frequency (%)
ḳ	5	71.4%
Ẓ	1	14.3%
ṅ	1	14.3%

Greek Ext

Value	Count	Frequency (%)
ή	5	100.0%

Hebrew

Value	Count	Frequency (%)
ן	5	20.8%
ס	2	8.3%
ם	2	8.3%
ה	2	8.3%
א	1	4.2%
ח	1	4.2%
ת	1	4.2%
ד	1	4.2%
ע	1	4.2%
מ	1	4.2%
Other values (7)	7	29.2%

Hangul

Value	Count	Frequency (%)
송	5	9.3%
재	4	7.4%
준	4	7.4%
소	3	5.6%
단	3	5.6%
방	3	5.6%
탄	3	5.6%
년	3	5.6%
이	2	3.7%
지	2	3.7%
Other values (20)	22	40.7%

Diacriticals

Value	Count	Frequency (%)
͡	4	40.0%
͜	2	20.0%
̮	2	20.0%
̷	1	10.0%
́	1	10.0%

Diacriticals Sup

Value	Count	Frequency (%)
᷈	4	100.0%

Khmer

Value	Count	Frequency (%)
ឌ	2	15.4%
េ	2	15.4%
ម	1	7.7%
ប	1	7.7%
ូ	1	7.7%
ា	1	7.7%
ដ	1	7.7%
ល	1	7.7%
ី	1	7.7%
ឹ	1	7.7%

Enclosed Ideographic Sup

Value	Count	Frequency (%)
🈴	2	14.3%
🈸	2	14.3%
🈷	2	14.3%
🈯	2	14.3%
🈶	2	14.3%
🈳	2	14.3%
🈹	2	14.3%

Phonetic Ext Sup

Value	Count	Frequency (%)
ᶻ	2	50.0%
ᶜ	1	25.0%
ᶠ	1	25.0%

CJK Compat Forms

Value	Count	Frequency (%)
︽	2	100.0%

Cyrillic Sup

Value	Count	Frequency (%)
ԋ	2	50.0%
ԃ	1	25.0%
Ԁ	1	25.0%

Jamo

Value	Count	Frequency (%)
ᄂ	1	100.0%

Tifinagh

Value	Count	Frequency (%)
ⵜ	1	100.0%

Bopomofo

Value	Count	Frequency (%)
ㄥ	1	100.0%

Block Elements

Value	Count	Frequency (%)
█	1	50.0%
▒	1	50.0%

videoUrl
URL

Missing

Distinct	77506
Distinct (%)	55.2%
Missing	645425
Missing (%)	82.1%
Memory size	38.9 MiB

https://video.twimg.com/amplify_video/1098673630966358016/vid/640x360/s-QArpal8Y5g-1Co.mp4?tag=9	127
https://video.twimg.com/amplify_video/1126626046558625792/pl/JEInfD21OO9wxmag.m3u8?tag=12	126
https://video.twimg.com/ext_tw_video/1108764347713703937/pu/vid/320x180/zRBXk6lGOg0MhciE.mp4?tag=8	110
https://video.twimg.com/amplify_video/1092622594489139203/vid/320x180/7qZRbTf5BH1k7kjF.mp4?tag=9	103
https://video.twimg.com/amplify_video/1100527279334219776/vid/320x180/nSst4z6uKgBVp9M2.mp4?tag=9	100
Other values (77501)	139925
(Missing)	645425

Value	Count	Frequency (%)
https://video.twimg.com/amplify_video/1098673630966358016/vid/640x360/s-QArpal8Y5g-1Co.mp4?tag=9	127	< 0.1%
https://video.twimg.com/amplify_video/1126626046558625792/pl/JEInfD21OO9wxmag.m3u8?tag=12	126	< 0.1%
https://video.twimg.com/ext_tw_video/1108764347713703937/pu/vid/320x180/zRBXk6lGOg0MhciE.mp4?tag=8	110	< 0.1%
https://video.twimg.com/amplify_video/1092622594489139203/vid/320x180/7qZRbTf5BH1k7kjF.mp4?tag=9	103	< 0.1%
https://video.twimg.com/amplify_video/1100527279334219776/vid/320x180/nSst4z6uKgBVp9M2.mp4?tag=9	100	< 0.1%
https://video.twimg.com/ext_tw_video/1111845697232355329/pu/pl/M1dSwPCbKpjCJyOB.m3u8?tag=8	99	< 0.1%
https://video.twimg.com/amplify_video/1104512132241113088/pl/8HfdRDRy6jgn4AxA.m3u8?tag=11	78	< 0.1%
https://video.twimg.com/amplify_video/1104509561636048897/pl/Zsll6fXKKJ-m7kQD.m3u8?tag=11	78	< 0.1%
https://video.twimg.com/amplify_video/1104508068052774912/vid/432x180/I5aWgI_WJVeb93w7.mp4?tag=11	77	< 0.1%
https://video.twimg.com/ext_tw_video/1098670036225536000/pu/vid/360x640/8KDXU-GAsAa5_mRb.mp4?tag=6	76	< 0.1%
Other values (77496)	139517	17.8%
(Missing)	645425	82.1%

Value	Count	Frequency (%)
https	140491	17.9%
(Missing)	645425	82.1%

Value	Count	Frequency (%)
video.twimg.com	140491	17.9%
(Missing)	645425	82.1%

Value	Count	Frequency (%)
/amplify_video/1098673630966358016/vid/640x360/s-QArpal8Y5g-1Co.mp4	127	< 0.1%
/amplify_video/1126626046558625792/pl/JEInfD21OO9wxmag.m3u8	126	< 0.1%
/ext_tw_video/1108764347713703937/pu/vid/320x180/zRBXk6lGOg0MhciE.mp4	110	< 0.1%
/amplify_video/1092622594489139203/vid/320x180/7qZRbTf5BH1k7kjF.mp4	103	< 0.1%
/amplify_video/1100527279334219776/vid/320x180/nSst4z6uKgBVp9M2.mp4	100	< 0.1%
/ext_tw_video/1111845697232355329/pu/pl/M1dSwPCbKpjCJyOB.m3u8	99	< 0.1%
/amplify_video/1104509561636048897/pl/Zsll6fXKKJ-m7kQD.m3u8	78	< 0.1%
/amplify_video/1104512132241113088/pl/8HfdRDRy6jgn4AxA.m3u8	78	< 0.1%
/amplify_video/1104508068052774912/vid/432x180/I5aWgI_WJVeb93w7.mp4	77	< 0.1%
/ext_tw_video/1098670036225536000/pu/vid/360x640/8KDXU-GAsAa5_mRb.mp4	76	< 0.1%
Other values (77496)	139517	17.8%
(Missing)	645425	82.1%

Value	Count	Frequency (%)
tag=9	26957	3.4%
tag=6	20364	2.6%
tag=8	19238	2.4%
tag=13	17994	2.3%
	15412	2.0%
tag=11	15114	1.9%
tag=10	12847	1.6%
tag=12	6854	0.9%
tag=2	1994	0.3%
tag=5	1728	0.2%
Other values (4)	1989	0.3%
(Missing)	645425	82.1%

Value	Count	Frequency (%)
	140491	17.9%
(Missing)	645425	82.1%

	edInput	editor	engages	isApproved	isRT	likes	retweets	rtUsID	topicName	tweetID	usFlwrs	usID
edInput	1.000	0.578	0.003	0.964	0.166	0.003	0.003	0.069	0.258	0.026	0.083	0.069
editor	0.578	1.000	0.168	0.622	0.015	0.180	0.122	-0.022	0.207	0.439	-0.113	0.100
engages	0.003	0.168	1.000	0.003	0.029	0.994	0.956	0.148	0.022	-0.002	0.136	0.152
isApproved	0.964	0.622	0.003	1.000	0.108	0.004	0.003	0.096	0.356	0.036	0.085	0.072
isRT	0.166	0.015	0.029	0.108	1.000	0.029	0.021	0.508	0.395	0.130	0.159	0.347
likes	0.003	0.180	0.994	0.004	0.029	1.000	0.921	0.150	0.023	0.007	0.112	0.165
retweets	0.003	0.122	0.956	0.003	0.021	0.921	1.000	0.129	0.011	-0.031	0.199	0.099
rtUsID	0.069	-0.022	0.148	0.096	0.508	0.150	0.129	1.000	0.376	-0.101	-0.511	0.388
topicName	0.258	0.207	0.022	0.356	0.395	0.023	0.011	0.376	1.000	0.045	0.268	0.303
tweetID	0.026	0.439	-0.002	0.036	0.130	0.007	-0.031	-0.101	0.045	1.000	0.072	-0.117
usFlwrs	0.083	-0.113	0.136	0.085	0.159	0.112	0.199	-0.511	0.268	0.072	1.000	-0.721
usID	0.069	0.100	0.152	0.072	0.347	0.165	0.099	0.388	0.303	-0.117	-0.721	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	tweetID	crDate	edInput	editor	engages	isApproved	isEdNeed	isRT	likes	photoUrl	retweets	rtUsID	text	topicName	usFlwrs	usID	usName	videoUrl
0	1070867471245164544	2018-12-07 02:27:55	-1	-1	98	False	True	False	64	https://pbs.twimg.com/media/Dtx8SiIWkAImVsb.jpg	34	-1	The immediate impulse for an alliance of the EU's northern states is Brexit https://t.co/nlhUD36hay https://t.co/shwMWpjjuK	Business	23464532	5988062	The Economist	NaN
1	1070868017888837633	2018-12-07 02:30:05	-1	-1	13	False	True	False	10	https://pbs.twimg.com/media/Dtx8yTyW4AEciqP.jpg	3	-1	America's economy is flashing some warning signs, but -- for now -- the labor market appears to be going strong https://t.co/xvCPgtqMzy https://t.co/0sQdzAsME3	Business	1732809	16184358	CNN Business	NaN
2	1070868012864028673	2018-12-07 02:30:04	-1	-1	12	False	True	False	8	NaN	4	-1	Lyft files for what is expected to be one of the hottest IPOs in 2019 https://t.co/qEjyniazlD	Business	2253989	25053299	FORTUNE	NaN
3	1070867995239555075	2018-12-07 02:30:00	-1	-1	5	False	True	False	4	NaN	1	-1	Exporters still waiting to get Rs 6,000 crore worth of input tax credit refunds\n\nMany being denied tax refunds by state governments, such as Andhra Pradesh, Uttar Pradesh, Bihar and Chhattisgarh, who say they are cash starved\n\n@Subhayan_ism @GST_Council\n\nhttps://t.co/QRBg8b98Rr	Business	1704056	43855487	Business Standard	NaN
4	1070867995205885952	2018-12-07 02:30:00	-1	-1	5	False	True	False	2	NaN	3	-1	Ride-hailing firm Lyft races to leave Uber behind in IPO chase https://t.co/0qCsdx2LYS https://t.co/gHZLUntYkL	Business	1997662	15110357	Reuters Business	https://video.twimg.com/amplify_video/1070811671948681226/vid/320x180/5hE60WR-z0Q537YU.mp4?tag=9
5	1070868019600076802	2018-12-07 02:30:06	-1	-1	1116	False	True	False	793	NaN	323	-1	Jaguar hugs! https://t.co/l1ICUSyjp7	Animal	68526	942754965528895488	I_love_nature	https://video.twimg.com/ext_tw_video/1070363423303622656/pu/pl/i8Yo-hLiaVvItD_9.m3u8?tag=6
6	1070868102160769025	2018-12-07 02:30:25	-1	-1	31	False	True	False	17	https://pbs.twimg.com/media/Dtx83JvX4AE48aw.jpg	14	-1	-Asian stocks post modest gains \n-S&P 500 futures little changed\n-10-year Treasury yields stayed near 2.90%\n-Oil continues to be a drag on sentiment\n-Next up for embattled traders: the monthly U.S. payrolls report\nhttps://t.co/8cwVkXpoWQ https://t.co/EBp6jNaJP3	Business	5033221	34713362	Bloomberg	NaN
7	1070868071844376576	2018-12-07 02:30:18	-1	-1	9	False	True	False	7	NaN	2	-1	What's your pick? https://t.co/a0nnFRqIQ3	Business	2318088	2735591	Fast Company	NaN
8	1070868063359262720	2018-12-07 02:30:16	-1	-1	4	False	True	False	4	NaN	0	-1	Dick's CEO Ed Stack totals up how many employees quit over assault-style weapon decision https://t.co/kgOa4CQ5NR	Business	48736	14921083	Business Journals	NaN
9	1070868025887387648	2018-12-07 02:30:07	-1	-1	90	False	True	False	63	NaN	27	-1	A meeting of tech leaders at the White House marked an easing of tensions between Washington and Silicon Valley https://t.co/blFfALEgIL	Business	16198522	3108351	The Wall Street Journal	NaN

	tweetID	crDate	edInput	editor	engages	isApproved	isEdNeed	isRT	likes	photoUrl	retweets	rtUsID	text	topicName	usFlwrs	usID	usName	videoUrl
785906	1153093029617532928	2019-07-22 00:02:56	-1	-1	711	False	True	True	544	NaN	167	865670110593155072	like and retweet this if you think it's a vibe!!! 🔥✈️✈️✈️ https://t.co/A9J0MCtvDI	Animal	145	1100521587147591680	icecreampat	https://video.twimg.com/ext_tw_video/1153090666596978688/pu/pl/Fxm1w0_pmSchNwsU.m3u8?tag=10
785907	1153986232407347201	2019-07-24 11:12:12	-1	-1	1560	False	True	True	893	https://pbs.twimg.com/media/D_Rm_h7VAAEyEe5.jpg	667	2271543909	P O S I T I V I T Y https://t.co/oPo4j8bvh8	Funny	164127	768030487646396416	My Feeling	NaN
785908	1154078897220100097	2019-07-24 17:20:25	-1	-1	864	False	True	True	523	https://pbs.twimg.com/media/D90uCeWUcAAapsN.jpg	341	2271543909	G O O D V I B E S O N L Y https://t.co/39nIzxdOz3	Funny	164127	768030487646396416	My Feeling	NaN
785909	1153738404636573696	2019-07-23 18:47:25	-1	-1	229	False	True	True	191	NaN	38	781427301472874497	Skull Basher Axe 👀\n\nLike if you want this piece \n\nOn Sale: https://t.co/01QF855say https://t.co/byC3NKoPop	Interesting	45615	778150181468512256	Blade City	https://video.twimg.com/ext_tw_video/1153738015581331462/pu/vid/320x320/p2UV3CxapFMGWmdb.mp4?tag=10
785910	1135277475817304065	2019-06-02 20:10:17	-1	-1	1464	False	True	True	1303	NaN	161	2355808260	The best part of David Lynch's "Eraserhead Stories" is when he talks about buying a supermarket Dutch apple pie for the same price as a single slice at the Hamburger Hamlet and then subsequently sneaking his own slices into the Hamburger Hamlet, describing it as "a real thrill."	Photography	39896	421542096	Ari Aster	NaN
785911	1147325851614117888	2019-07-06 02:06:13	-1	-1	3	False	True	True	1	NaN	2	542154137	Relations are DIFFERENT\nnot DIFFICULT.	Motivational	85625	542154137	Wit & Wisdom 💯	NaN
785912	1153184058714624001	2019-07-22 06:04:39	-1	-1	867	False	True	True	561	https://pbs.twimg.com/media/EADuxohU8AAQo8G.jpg	306	858516111410647040	"to live a creative life, we must lose our fear of being wrong"......... https://t.co/LF0e0xV5Q7	Interesting	208417	2920686840	DeepFeling™	NaN
785913	1153048802116292608	2019-07-21 21:07:11	-1	-1	4605	False	True	True	4253	NaN	352	3282859598	Who's your comic crush? https://t.co/H29dhXw3kf	Memes	7024207	436266454	Twitter Movies	https://video.twimg.com/amplify_video/1153047495326355457/vid/1280x720/P996nFjt3ncUO467.mp4?tag=13
785914	1154063052997836801	2019-07-24 16:17:27	-1	-1	5638	True	True	False	4996	https://pbs.twimg.com/media/EAQOObJWwAASaxj.jpg	642	-1	After a flight of 195 hours, 18 minutes, 35 seconds - the #Apollo11 crew splashed down in the North Pacific Ocean, 900 miles southwest of Hawaii! Here’s a photo of their recovery as we celebrate the #Apollo50th anniversary: https://t.co/Y4zhGTQlPj https://t.co/fBpvcECsjp	Random	32030797	11348282	NASA	NaN
785915	1073723027718688768	2018-12-14 23:34:53	-1	-1	4181	False	True	True	3282	https://pbs.twimg.com/media/DuahZZeUYAA7-55.jpg	899	2355808260	Scarface's Action Figure Tony Montana cutting open a pack of Flour on a kitchen table\n(by artist VSE OK) https://t.co/vOqvOh7EFn	Photography	606924	2355808260	41 Strange	NaN

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Symbol

Lowercase Letter

Other Letter

Uppercase Letter

Modifier Letter

Math Symbol

Other Punctuation

Decimal Number

Nonspacing Mark

Format

Modifier Symbol

Other Number

Open Punctuation

Space Separator

Currency Symbol

Control

Dash Punctuation

Close Punctuation

Final Punctuation

Connector Punctuation

Initial Punctuation

Private Use

Enclosing Mark

Most occurring scripts

Most frequent character per script

Common

Latin

Han

Hangul

Katakana

Cyrillic

Thai

Hiragana

Arabic

Canadian_Aboriginal

Hebrew

Inherited

Greek

Devanagari

Unknown

Tibetan

Egyptian_Hieroglyphs

Braille

Armenian

Oriya

Georgian

Lao

Kannada

Most occurring blocks

Most frequent character per block

ASCII

Punctuation

Braille

VS

None

Emoticons

Dingbats

Misc Symbols

Enclosed Alphanum Sup

Specials

Geometric Shapes